Vaishnavi Mishra Avatar Vaishnavi Mishra Avatar
Available for AI / ML Roles
NEURAL TENSOR ENGINE LOSS: 0.0142 | ACC: 98.7%
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Vaishnavi Mishra

Building intelligent RAG pipelines, fine-tuned models & resilient backends.

Current Role

Software Development Intern @ Sopra Steria

Education

B.Tech CSE Blockchain @ SRMIST CGPA 8.9

Location

Chennai, India • Sitapur, UP

Local Time (IST)

--:--:-- IST GMT+5:30

GitHub Contributions
@gensine • 742+ commits in 2026
01 About / Hello
Engineering Philosophy

I am an AI Engineer & Full-Stack Systems Developer driven by building robust AI workflows, autonomous RAG pipelines, and resilient distributed architectures.

My work bridges the gap between deep machine learning research and production backend engineering. Currently interned at Sopra Steria, I engineered a high-frequency Unified API Gateway Health Monitor using Python, FastAPI, and WebSockets. Concurrently, I develop agentic retrieval pipelines with local LLMs (Ollama) and vector embeddings, facial emotion classifiers, and decentralized web protocols.

Beyond coding, I co-authored a book chapter on blockchain applications published by SpringerCham and led corporate outreach & mentorship as Corporate Head at The Product House (TPH) SRMIST.

8.9 Undergrad CGPA @ SRMIST
94%+ ML Evaluation Precision & Recall
8+ Relational DB Tables & Complex Joins
1st SpringerCham Published Book Section
02 Technical Arsenal
Specialized Domains
01 AI & Machine Learning
Retrieval-Augmented Generation (RAG) Vector Databases Ollama LLMs Scikit-learn SMOTE Balancing Pandas NumPy Matplotlib & Seaborn Streamlit
02 Backend & Distributed Systems
Python (AsyncIO) FastAPI WebSockets Node.js Next.js RESTful API Architecture Gateway Health Monitoring
03 Databases & Data Modeling
PostgreSQL MySQL (Normalized Schemas) Complex SQL Joins Vector Embeddings Storage Data Aggregations
04 Languages & Core Tools
Python SQL C / C++ JavaScript (ES6+) Dart Git & GitHub Google Cloud Platform PyCharm & IntelliJ
03 Featured Projects (8)
PROJ-04 2026

MerchantAI Catalog Agent | Autonomous Agentic Commerce

AI-native catalog ingestion layer & autonomous purchasing loop with Razorpay test checkout

Engineered an AI-native infrastructure layer for Razorpay AI Buildathon 2026 that ingests messy merchant catalogs (CSV, PDF, web scraping) into standardized vector embeddings in under 10ms. Exposes ACP/AP2 protocol-aligned APIs and an autonomous AI buyer agent with tool calling, multi-layer money-action guardrails, and Razorpay test-mode payment execution with immutable audit logging.

  • Multi-format ingestion pipeline (CSV, PDF, web scraping) with automated schema normalization.
  • ACP/AP2 protocol-aligned REST API returning machine-readable schemas for AI buyers.
  • Autonomous AI Buyer loop with tool calling for semantic catalog search and stock verification.
  • Money-action guardrails: spend limit caps, inventory stock gates, idempotency, and price integrity.
  • End-to-end Razorpay test checkout simulator paired with an append-only JSON audit trail.
Python 3.13 FastAPI AI Agents Razorpay SDK Vector Store / RAG ACP / AP2 Protocol Pydantic Pytest
PROJ-05 Mar 2026 – Jul 2026

Emoti-Sense AI – Multilingual Emotion Engine

Real-time facial micro-expression analysis & multilingual sentiment pipeline

Developed an end-to-end machine learning pipeline for real-time facial emotion detection and speech/text sentiment analysis. Includes automated preprocessing, model evaluation with high accuracy metrics, and synchronous inference.

Python Machine Learning Computer Vision React Git
PROJ-06 Nov 2024 – Dec 2024

Credit Card Fraud Detection Engine

Anomaly detection on highly skewed transactional financial datasets

Tackled heavy class imbalance using Synthetic Minority Over-sampling (SMOTE). Built and rigorously benchmarked Random Forest and Logistic Regression models evaluated on Precision, Recall, F1-Score, and ROC-AUC curve performance.

Python Scikit-learn SMOTE Pandas NumPy Matplotlib
PROJ-07 Jan 2025 – Feb 2025

Elyxir – Relational Pharmacy Platform

Enterprise database schema architecture with 8+ normalized tables

Designed a normalized MySQL schema modeling multi-tier inventory, suppliers, pharmaceutical batches, and checkout transactions. Wrote optimized SQL queries using multi-table joins, transactions, and window aggregation for real-time inventory tracking.

Next.js MySQL Database Normalization Relational Joins
PROJ-08 Mar 2024 – Jul 2024

xBridge – Single-Tx Cross-Chain Swap

Decentralized token bridge leveraging LiFi routing on Sepolia testnet

Engineered a decentralized cross-chain bridge executing single-transaction cross-chain token swap and bridge routing via LiFi API. Developed an asynchronous Node.js monitoring daemon and React client with live transaction status telemetry.

Sepolia LiFi API React.js Node.js Web3.js
04 Experience & Leadership
Career Trajectory
July 2026 – Present Chennai, India Engineering Internship

Software Development Intern

Sopra Steria

  • Built a Unified API Gateway Health Monitor using Python, FastAPI, React, and real-time WebSockets.
  • Implemented automated telemetry pipelines monitoring uptime, latency percentiles, HTTP error codes, and consecutive fail triggers to identify and isolate unhealthy microservices.
Python FastAPI WebSockets React Health Telemetry
Jun 2024 – Present SRMIST, Chennai Leadership

Corporate Head

The Product House (TPH) SRMIST

  • Partnered with prominent Web3 & AI firms and secured corporate sponsorships for major technical hackathons and blockchain conferences.
  • Led corporate relations, branding campaigns, and mentored 30+ junior developers across full-stack and decentralized tech tracks.
Corporate Relations Strategic Outreach Mentorship
Mar 2024 – Sep 2024 SRMIST, Chennai Community

Board Member

ACM Women (ACM-W) SRM

  • Drove initiatives for the ACM-W SRM chapter advocating diversity, representation, and inclusion in computer science.
  • Organized technical bootcamps, algorithmic problem-solving workshops, and hackathons benefiting 500+ student participants.
ACM-W Hackathon Operations DEI in Tech
05 Research & Accolades
Published Work & Competitions
SpringerCham • Book Chapter • Feb 2026

Fundamentals of Blockchain Technology and Applications

In: Blockchain Innovations for a Sustainable Circular Economy

Co-Author: Vaishnavi Mishra • Published by SpringerCham

Authored an authoritative chapter breaking down decentralized cryptographic state machines, consensus protocols, and industrial applications in sustainable circular supply chains. Analyzed data provenance, zero-trust integrity, and transparency paradigms.

3rd Prize Winner

Genesis Hackathon (TPH × SRMIST)

Blockchain Domain • Jan 2024

Organized by SRMIST & The Product House. Won for developing an innovative decentralized liquidity settlement concept.

Elite Certification

Programming in Java – NPTEL

Certification • Jul 2024

Successfully completed rigorous Ministry of Education NPTEL course covering OOP, multithreading, and JVM internals.

06 Education
Academic Foundation

B.Tech Computer Science and Engineering

Specialization in Blockchain Technology

SRM Institute of Science and Technology, Chennai, India

2023 – 2027 CGPA: 8.9 / 10.0

CBSE Class 12th (Senior Secondary)

Sacred Heart Higher Secondary School, Sitapur, India

2022 – 2023 Percentage: 78%

CBSE Class 10th (Secondary School)

Sacred Heart Higher Secondary School, Sitapur, India

2020 – 2021 Percentage: 94%
07 Initialize Contact
Ready to Build

Looking for an AI Engineer who understands both generative modeling and rock-solid systems?

Whether you're developing high-throughput LLM pipelines, autonomous agents, or high-reliability backends, my inbox is open.

NAVIGATION
👤 About / Hello #01
⚡ Technical Stack #02
🚀 Featured Projects #03
💼 Experience & Sopra Steria #04
📚 SpringerCham Publication & Awards #05
🎓 Education & SRMIST #06
✉️ Initialize Contact #07
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